The weatherman show Jim pitches to Will Ferrell has the same plot as "Welcome to New York," one of Jim's previous' sitcoms.
When Jim looks back at Dave and Mulaney walking away, the song "Love Hurts" by Nazareth briefly plays. Adam Goldberg, who portrays Dave, was previously in "Dazed and Confused" in which the song was also featured on the soundtrack.